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kavindu26589/AI-Powered_Disease_Diagnostic_Assistant

Python

0

3 commits

updated May 22, 2025

See the code

README

🧠 AI-Powered Disease Diagnostic Assistant

A Hugging Face Space that acts as an empathetic, multilingual AI-powered medical assistant. It uses reasoning-based prompts and biomedical language models to assess symptoms and provide supportive diagnostics.

🩺 Features

  • 🤖 BioGPT-Large for biomedical keyword extraction
  • 🧠 Phi-4 Mini Reasoning for condition deduction and recommendations
  • 🗣️ Multilingual symptom detection with langdetect
  • 📋 Session memory for interactive, multi-turn conversations
  • 📄 Downloadable session summary
  • 👨‍⚕️ Gender-sensitive and empathetic response phrasing
  • 🚫 No alarming language (e.g., avoids “cancer” or “tumor” mentions)

🚀 Live Demo

👉 Try it here: https://huggingface.co/spaces/KavinduHansaka/ai-disease-diagnosis-assistant

🧠 Models Used

PurposeModel Name
Medical Term Extractionmicrosoft/BioGPT-Large
Diagnosis Reasoningmicrosoft/phi-4-mini-reasoning
Language Detectionlangdetect (Python package)

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kavindu26589/AI-Powered_Disease_Diagnostic_Assistant

Python

0

3 commits

updated May 22, 2025

See the code

README

🧠 AI-Powered Disease Diagnostic Assistant

A Hugging Face Space that acts as an empathetic, multilingual AI-powered medical assistant. It uses reasoning-based prompts and biomedical language models to assess symptoms and provide supportive diagnostics.

🩺 Features

  • 🤖 BioGPT-Large for biomedical keyword extraction
  • 🧠 Phi-4 Mini Reasoning for condition deduction and recommendations
  • 🗣️ Multilingual symptom detection with langdetect
  • 📋 Session memory for interactive, multi-turn conversations
  • 📄 Downloadable session summary
  • 👨‍⚕️ Gender-sensitive and empathetic response phrasing
  • 🚫 No alarming language (e.g., avoids “cancer” or “tumor” mentions)

🚀 Live Demo

👉 Try it here: https://huggingface.co/spaces/KavinduHansaka/ai-disease-diagnosis-assistant

🧠 Models Used

PurposeModel Name
Medical Term Extractionmicrosoft/BioGPT-Large
Diagnosis Reasoningmicrosoft/phi-4-mini-reasoning
Language Detectionlangdetect (Python package)

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